ATE406627T1 - HEURISTIC CLASSIFICATION METHOD - Google Patents
HEURISTIC CLASSIFICATION METHODInfo
- Publication number
- ATE406627T1 ATE406627T1 AT01948425T AT01948425T ATE406627T1 AT E406627 T1 ATE406627 T1 AT E406627T1 AT 01948425 T AT01948425 T AT 01948425T AT 01948425 T AT01948425 T AT 01948425T AT E406627 T1 ATE406627 T1 AT E406627T1
- Authority
- AT
- Austria
- Prior art keywords
- algorithm
- objects
- learning algorithm
- classify
- classifying
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/211—Selection of the most significant subset of features
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/2433—Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detection
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/90—Fuzzy logic
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/902—Application using ai with detail of the ai system
- Y10S706/932—Mathematics, science, or engineering
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Threshing Machine Elements (AREA)
- Electrotherapy Devices (AREA)
- Image Analysis (AREA)
- Ultra Sonic Daignosis Equipment (AREA)
- Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
- Separation By Low-Temperature Treatments (AREA)
Abstract
The invention concerns heuristic algorithms for the classification of Objects. A first learning algorithm comprises a genetic algorithm that is used to abstract a data stream associated with each Object and a pattern recognition algorithm that is used to classify the Objects and measure the fitness of the chromosomes of the genetic algorithm. The learning algorithm is applied to a training data set. The learning algorithm generates a classifying algorithm, which is used to classify or categorize unknown Objects. The invention is useful in the areas of classifying texts and medical samples, predicting the behavior of one financial market based on price changes in others and in monitoring the state of complex process facilities to detect impending failures.
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US21240400P | 2000-06-19 | 2000-06-19 |
Publications (1)
Publication Number | Publication Date |
---|---|
ATE406627T1 true ATE406627T1 (en) | 2008-09-15 |
Family
ID=22790864
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AT01948425T ATE406627T1 (en) | 2000-06-19 | 2001-06-19 | HEURISTIC CLASSIFICATION METHOD |
Country Status (19)
Country | Link |
---|---|
US (3) | US7096206B2 (en) |
EP (1) | EP1292912B1 (en) |
JP (1) | JP2003536179A (en) |
KR (2) | KR101047575B1 (en) |
CN (2) | CN1249620C (en) |
AT (1) | ATE406627T1 (en) |
AU (1) | AU2001269877A1 (en) |
BR (1) | BR0111742A (en) |
CA (1) | CA2411906A1 (en) |
DE (1) | DE60135549D1 (en) |
EA (1) | EA006272B1 (en) |
HK (1) | HK1059494A1 (en) |
IL (1) | IL153189A0 (en) |
MX (1) | MXPA02012167A (en) |
NO (1) | NO20026087L (en) |
NZ (1) | NZ522859A (en) |
SG (1) | SG143055A1 (en) |
WO (1) | WO2001099043A1 (en) |
ZA (1) | ZA200209845B (en) |
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EA006272B1 (en) | 2005-10-27 |
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CN1446344A (en) | 2003-10-01 |
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BR0111742A (en) | 2004-02-03 |
AU2001269877A1 (en) | 2002-01-02 |
US20020046198A1 (en) | 2002-04-18 |
US7499891B2 (en) | 2009-03-03 |
MXPA02012167A (en) | 2004-08-19 |
NO20026087D0 (en) | 2002-12-18 |
KR101047575B1 (en) | 2011-07-13 |
HK1059494A1 (en) | 2004-07-02 |
CN1741036A (en) | 2006-03-01 |
KR20030051435A (en) | 2003-06-25 |
NO20026087L (en) | 2003-02-13 |
US7240038B2 (en) | 2007-07-03 |
ZA200209845B (en) | 2003-10-21 |
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